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jian zhou's Projects

aapi_code icon aapi_code

Columbia Data Science Institute Fall 2020 Capstone Project: Auto Anotation of Pathology Images

alphafold2 icon alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

ano_pred_cvpr2018 icon ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

asap icon asap

Program for the analysis and visualization of whole-slide images in digital pathology

awesome-c-cn icon awesome-c-cn

C 资源大全中文版,包括了:构建系统、编译器、数据库、加密、初中高的教程/指南、书籍、库等。

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

basicknowledge icon basicknowledge

Data struct, algorithm, LeetCode and DesignPattern introduction and implementation in Cpp and C#

bettermud icon bettermud

BetterMud from MUD Game Programming. With syntax fixes!

clustering-analysis-on-mall-customers icon clustering-analysis-on-mall-customers

Problem Statement: This data set is created only for the learning purpose of the customer segmentation concepts , also known as market basket analysis . I will demonstrate this by using unsupervised ML technique (KMeans Clustering Algorithm) in the simplest form.You are owing a supermarket mall and through membership cards , you have some basic data about your customers like Customer ID, age, gender, annual income and spending score. Problem Statement You own the mall and want to understand the customers like who can be easily converge [Target Customers] so that the sense can be given to marketing team and plan the strategy accordingly.

codeclass icon codeclass

「编程技术学习指南」学习路线+学习资源。从编程小白到架构师,所有你需要掌握的内容都在这里

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid19-sir icon covid19-sir

CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.

covidpred icon covidpred

Machine Learning-based prediction of COVID-19 diagnosis based on symptoms

crawlab icon crawlab

Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理平台,支持任何语言和框架

customer-base-analysis icon customer-base-analysis

Customer base analysis is concerned with using the observed past purchase behavior of customers to understand their current and likely future purchase patterns. More specifically, as developed in Schmittlein et al. (1987), customer base analysis uses data on the frequency, timing, and dollar value of each customer's past purchases

docx2md icon docx2md

Convert Microsoft Word Document to Markdown

finrl icon finrl

A Deep Reinforcement Learning Framework for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

fopnp icon fopnp

Foundations of Python Network Programming (Apress) — scripts and examples

gibsonenv icon gibsonenv

Gibson Environments: Real-World Perception for Embodied Agents

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